A frame-based representation for a bedside ventilator weaning protocol

Journal of Biomedical Informatics

Volumn 41, Issue 3, 2008, Pages 461-468

  Sorenson, D ^b   Grissom, C K ^a   Carpenter, L ^a   Austin, A ^a   Sward, K ^b   Napoli, L ^a   Warner, H R ^b   Morris, A H ^a,b  

^a LDS HOSPITAL   (United States)

^b UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

Author keywords

Clinical care; Decision making; Decision support system; Frame based; Knowledge bases; Knowledge engineering; Knowledge management; Knowledge representation (computer); Mechanical ventilation

Indexed keywords

DATABASE SYSTEMS; DECISION MAKING; DECISION SUPPORT SYSTEMS; INFERENCE ENGINES; KNOWLEDGE MANAGEMENT; USER INTERFACES;

CLINICAL CARE; DATA DICTIONARY; FRAME-BASED; MATHEMATICAL STATEMENT; MECHANICAL VENTILATION;

KNOWLEDGE REPRESENTATION;

ARTICLE; ARTIFICIAL VENTILATION; CLINICAL PROTOCOL; DATA BASE; DECISION SUPPORT SYSTEM; INFORMATION PROCESSING DEVICE; KNOWLEDGE BASE; PATIENT CODING; PRIORITY JOURNAL; VENTILATOR; WEANING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEMS, CLINICAL; POINT-OF-CARE SYSTEMS; THERAPY, COMPUTER-ASSISTED; UTAH; VENTILATOR WEANING;

EID: 44449179949     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2008.02.002     Document Type: Article

References (29)

1. Morris A. The importance of protocol-directed patient management for research on lung-protective ventilation. In: Dereyfuss D., Saumon G., and Hubamyr R. (Eds). Ventilator-induced lung injury (2006), Taylor & Francis Group, New York 537-610
2. Ely E., Baker A., Dunagan D., Burke H., Smith A., Kelly P., et al. Effect on the duration of mechanical ventilation of identifying patients capable of breathing spontaneously. N Engl J Med 335 2 (1996) 1864-1869
3. Esteban A., Frutos F., Tobin M.J., Alia I., Solsona J.F., Valverdu I., et al. A comparison of four methods of weaning patients from mechanical ventilation. Spanish Lung Failure Collaborative Group [see comments]. N Engl J Med. 332 6 (1995) 345-350
4. Brochard L., Rauss A., Benito S., Conti G., Mancebo J., Rekik N., et al. Comparison of three methods of gradual withdrawal from ventilatory support during weaning from mechanical ventilation [see comments]. Am J Respir Crit Care Med 150 4 (1994) 896-903
5. The Acute Respiratory Distress Syndrome Network. Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome. New Engl J Med 342 18 (2000) 1301-1308
6. MacIntyre N.R. Evidence-based guidelines for weaning and discontinuing ventilatory support: a collective task force facilitated by the American College of Chest Physicians; the American Association for Respiratory Care; and the American College of Critical Care Medicine. Chest 120 90060 (2001) 375S-396S
7. Lellouche F., Manecebo J., Jolliet P., Roeseler J., Schortgen F., Dojat M., et al. A multicenter randomized trial of computer-driven protocolized weaning from mechanical ventilation. Am J Respir Crit Care Med 174 (2006) 894-900
8. Rose L., Presneill J.J., and Cade J.F. Update in computer-driven weaning from mechanical ventilation. Anaesth Intensive Care 35 2 (2007) 213-221
9. The Acute Respiratory Distress Syndrome Network. Mechanical ventilation protocol (complete). World wide Web: www.ardsnet.org or NAPS Document No. 05542 (Microfiche Publications, 248 Hempstead Turnpike, West Hempstead, New York 11552). 2000.
10. Carter J. Design and implementation issues. In: Berner E. (Ed). Clinical decision support systems: theory and practice (2006), Springer Science+Business Media, New York 64-98
11. Greenes R. Definitions, scope, and challenges. In: Greenes R. (Ed). Clinical decision support: the road ahead (2006), Academic Press, New York 3-29
12. Warner H., Sorenson D., and Bouhaddou O. Knowledge engineering in health informatics (1997), Springer-Verlag, New York
13. Minsky M. A framework for representing knowledge. In: Winston P. (Ed). The psychology of computer vision (1975), McGraw-Hill
14. Kulikowski C. Problems in the design of knowledge bases for medical consultation. In: Reggia J., and Tuhrim S. (Eds). Computer-assisted medical decision making (1985), Springer-Verlag, New York 38-48
15. Miller R., and Masarie F. Quick medical reference (QMR): an evolving, microcomputer-based diagnostic decision-support program for general internal medicine. Proc Symp Comput Appl Med Care 13 (1989) 947-951
16. Packer M., Hoffer E., Barnett G., Famiglietti K., Kim R., McLatchey J., et al. Evolution of DXplain: a decision support system. Proc Symp Comput Appl Med Care 13 (1989) 949-951
17. Warner H.R., Haug P.J., Bouhaddou O., Lincoln M.J., Warner Jr. H.R., Sorenson D.K., et al. ILIAD as an expert consultant to teach differential diagnosis. Proc Symp Comput Appl Med Care 12 (1988) 371-376
18. Aikins JS. Prototypes and production rules: an approach to knowledge representation for hypothesis formation. In: Proceedings of the sixth international joint conference on artificial intelligence, Tokyo, Japan; 1979.
19. Giarratano J., and Riley G. Expert systems: principles and programming (2004), Course Technology, Boston
20. Das A., Ahmed B., Garten Y., Robin J., and Goldstein M. Knowledge-based method for building patient decision-analytic tools. AMIA Annu Symp Proc (2006) 175-179
21. Protégé. Protégé. 2006 [cited; Available from: http://protege.stanford.edu].
22. Friedman-Hill E. Jess in action: Java rule-based systems (2003), Manning Publications, Greenwich
23. Morris A., Sorenson D., Orme J., Clemmer T., Weaver L., Grissom C., et al. A frame-based tool set for computerized protocols. Am J Respir Crit Care Med 165 8 (2002) A108 [ATS Proceedings Abstracts]
24. Morris A.H., Sorenson D., Sward K., Orme J., Clemmer T., and Grissom C. A software tool to develop computerized bedside clinical protocols. Am J Respir Crit Care Med 170 (2007) A793 [ATS Proceedings Abstracts]
25. Rupp NA. The logic of the bottom line: an introduction to the Drools project. May 2004. Available from: http://www.theserverside.com/tt/articles/article.tss?l=Drools.
26. Giarratano J., and Riley G.D. Expert systems: principles and programming (1994), PWS Programming, Boston
27. Pronovost P.J., Angus D.C., Dorman T., Robinson K.A., Dremsizov T.T., and Young T.L. Physician staffing patterns and clinical outcomes in critically ill patients: a systematic review. JAMA 288 (2002) 2151-2162
28. Rubenfeld G.D., Cooper C., Carter G., Thompson T., and Hudson L.D. Barriers to providing lung-protective ventilation to patients with acute lung injury. Crit Care Med 32 6 (2004) 1289-1293
29. Young M.P., Manning H.L., Wilson D.L., Mette S.A., Riker R.R., Leiter J.C., et al. Ventilation of patients with acute lung injury and acute respiratory distress syndrome: has new evidence changed clinical practice?. Crit Care Med 32 6 (2004) 1260-1265